cDNP+OE

Reported on 2 benchmarks across 1 task · 1 paper · 1 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology2 results

Anomaly DetectiononFishyscapes L&F
AP· uses extra data· 2022-11-12
69.8
SOTA
Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection arXiv:2211.06660
Anomaly DetectiononFishyscapes L&F
FPR95· uses extra data· 2022-11-12
7.5
best: 47.43 (Dirichlet DeepLab)
Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection arXiv:2211.06660